Raman Microspectral Study and Classification of the Pathological Evolution of Breast Cancer Using Both Principal Component Analysis-Linear Discriminant Analysis and Principal Component Analysis-Support Vector Machine by Heping Li, Yu Ren, Fan Yu, Dongliang Song, Lizhe Zhu, Shibo Yu, Siyuan Jiang, Shuang Wang

“…To facilitate the enhanced reliability of Raman-based tumor detection and analytical methodologies, an ex vivo Raman spectral investigation was conducted to identify distinct compositional information of healthy (H), ductal carcinoma in situ (DCIS), and invasive ductal carcinoma (IDC). Then, principal component analysis-linear discriminant analysis (PCA-LDA) and principal component analysis-support vector machine (PCA-SVM) models were constructed for distinguishing spectral features among different tissue groups. …”
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Principal approaches and achievements in studying race composition of wheat stem rust by A. S. Rsaliyev, Sh. S. Rsaliyev

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Clasificación de cáncer de mama con técnicas de análisis de la componente principal-Kernel PCA, algoritmos de máquina de vectores de soporte y regresión logística by Rosana Pirchio

“…<br /><strong>Métodos:</strong> se utilizó el conjunto de datos de Breast Cancer Wisconsin (información de biopsias - células nucleares) y la plataforma Python Jupyter. …”
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Multiple Group Testing Procedures for Analysis of High-Dimensional Genomic Data by Hyoseok Ko, Kipoong Kim, Hokeun Sun

“…Also, we applied all methods considered in simulation studies to identify genes associated with ovarian cancer from over 20,000 genetic sites generated from Illumina Infinium HumanMethylation27K Beadchip. …”
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MicroRNA-21 as a Regulator of Cancer Stem Cell Properties in Oral Cancer by Milica Jaksic Karisik, Milos Lazarevic, Dijana Mitic, Maja Milosevic Markovic, Nicole Riberti, Drago Jelovac, Jelena Milasin

“…The principal objective of this study was to investigate the role of miRNA-21 in the maintenance of cancer cell stemness and the possibility of altering it. …”
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Episodic Cancer Pain: Patient Reporting, Prevalence, and Clinicodemographic Associations at Initial Cancer Pain Clinic Assessment by Paulo Reis-Pina, Anand Acharya, Antonio Barbosa, Peter G. Lawlor

“…Better understanding of the episodic cancer pain (CP) spectrum, including pains that occur in addition to its conventionally defined breakthrough CP (BTcP) and incident CP (IcP) components, may inform CP assessment and management. …”
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Cáncer cérvicouterino. Algo para reflexionar by Ana Adelaida Abrahantes Ruiz, Magalys Oliver Cruz, Miryam Magali González González del Pino, Katia Rodríguez Palacios, Oscar Narciso Muñoz Hernández, Adys Castro Berberena

“…Las actitudes negativas de las mujeres, la insuficiente información acerca del examen citológico, que es el principal pilar de la prevención, así como la infección por el virus del papiloma humano, constituyen algunos factores para el incremento del cáncer cérvico uterino. …”
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Biomarkers of inflammation and colorectal cancer risk by Yuting Li, Yuting Li, Yuting Li, Yuexin Luo, Yue Ran, Furong Lu, You Qin

“…Globally, colorectal malignancy ranks among the most prevalent forms of cancer and stands as the third principal cause of cancer-associated mortality. …”
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CHROMOGRANIN-A IN THE DIAGNOSIS OF PROSTATE CANCER by A. V. Sivkov, N. G. Keshishev, G. D. Efremov, G. A. Kovchenko, A. A. Trudov, L. M. Nikonova, F. D. Romikh

“…The principal marker of neuroendocrine differentiation (NED) is chromogranin A (HGA). …”
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XMRV Discovery and Prostate Cancer-Related Research by David E. Kang, Michael C. Lee, Jaydip Das Gupta, Eric A. Klein, Robert H. Silverman

“…Xenotropic murine leukemia virus-related virus (XMRV) was first reported in 2006 in a study of human prostate cancer patients with genetic variants of the antiviral enzyme, RNase L. …”
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Plant-Derived Anti-Cancer Therapeutics and Biopharmaceuticals by Ghyda Murad Hashim, Mehdi Shahgolzari, Kathleen Hefferon, Afagh Yavari, Srividhya Venkataraman

“…The current review discusses the anticancer activities of principal phytochemicals with focus on signaling circuits towards targeted cancer prophylaxis and therapy. …”
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Cancer, Natural Products and Nanodrug Delivery Systems by Yong Sze Ong, Loh Teng-Hern Tan

“…One of the promising breakthroughs is the application of natural product-based nanoformulations for the treatment of various human diseases, such as cancer. Principally, the nanoparticle-based drug delivery system (NDDS) aims to overcome the limitations of conventional drug delivery system. …”
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The multidisciplinary approach in perioperative management of senile patients with colorectal cancer by D. V. Markar'yan, V. V. Nikoda, P. V. Tsarkov

“…To present data on surgical treatment of patients of senile age with colorectal cancer, to estimate principal causes of unsatisfactory results.Original positions. …”
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Importancia de la pesquisa del cáncer de mama by Dinorah García Roque, Yaiset Borges de la Oliva

“…Estas cifras han ido incrementándose progresivamente durante los últimos 50 años. En las Américas, el cáncer de mama es el más común y la segunda causa principal de muerte por cáncer en las féminas. …”
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Focal Laser Ablation of Prostate Cancer: Definition, Needs, and Future by Pierre Colin, Serge Mordon, Pierre Nevoux, Mohammed Feras Marqa, Adil Ouzzane, Philippe Puech, Gregory Bozzini, Bertrand Leroux, Arnauld Villers, Nacim Betrouni

“…Current challenges and innovations in prostate cancer management concern the development of focal therapies that allow the treatment of only the cancer areas sparing the rest of the gland to minimize the potential morbidity. …”
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Collagen turnover biomarkers to predict outcome of patients with biliary cancer by Leonard Kaps, Muhammed A. Genc, Markus Moehler, Stephan Grabbe, Jörn M. Schattenberg, Detlef Schuppan, Rasmus Sund Pedersen, Morten A. Karsdal, Philipp Mildenberger, Annett Maderer, Nicholas Willumsen

“…Abstract Background The collagen-rich tumor stroma plays a crucial role in biliary tract cancer (BTC). Collagen biomarkers of type I collagen (reC1M), type III collagen (PRO-C3), type IV collagen (C4G), type VIII collagen (PRO-C8), type XI collagen (PRO-C11), type XVII collagen (PRO-C17) and type VIII collagen (TUM) may be used as potential non-invasive biomarkers. …”
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The Crosstalk between Ovarian Cancer Stem Cell Niche and the Tumor Microenvironment by Manuel Varas-Godoy, Gregory Rice, Sebastián E. Illanes

“…These cells reside in a niche that maintains the principal properties of CSCs. These properties are associated with the capacity of CSCs to interact with different cells of the tumor microenvironment including mesenchymal stem cells, endothelial cells, immune cells, and fibroblasts, promoting cancer progression. …”
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Exosome-Associated Gene Signature for Predicting the Prognosis of Ovarian Cancer Patients by Zihan Zhu, Rui Geng, Yixin Zhang, Jinhui Liu, Jianling Bai

“…The exosome is of vital importance throughout the entire progression of cancer. Because of the lack of effective biomarkers in ovarian cancer (OV), we intend to investigate the connection between exosomes and tumor immune microenvironment to verify that exosome-related genes (ERGs) can precisely forecast the prognosis of OV patients. …”
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Application of ATR-FTIR spectroscopy and multivariate statistical analysis in cancer diagnosis by Ao Song, Wanli Yang, Jun Wang, Yisa Cai, Lizheng Cai, Nan Pang, Ruihua Yu, Zhikun Liu, Chao Yang, Feng Jiang

“…Fourier transform infrared spectroscopy can detect subtle differences in the material structures that reflect the carcinogenic process between lung cancer tissues and normal tissues. By applying principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) to analyze infrared spectral data, these subtle differences can be amplified. …”
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Study on Evaluation Theory of Bridge Damage State and Methodology on Early Warning of Danger by Guofu Jiang, Qianxue Liang, Hua Wang, Yucai Ju, Haihua Wang, Xirui Wang, Longlin Wang, Wensheng Wang

“…According to the evaluation results, combined with mathematical-statistical analysis methods and principal component analysis methods, the methodology on early warning of danger for bridge structures can be realized. …”
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